Splitting and Encoding Data¶
Simple Feature Importance¶
6636380.151070174
2217.942741679638
2576.117262678501
0.8205743826298417
0.8205743826298417
-208.87089855936037
XGBoost¶
55828.409852336394
193.04333372239944
236.28036281573716
-2.568771289529553
LightGBM¶
[LightGBM] [Warning] Auto-choosing row-wise multi-threading, the overhead of testing was 0.000186 seconds.
You can set `force_row_wise=true` to remove the overhead.
And if memory is not enough, you can set `force_col_wise=true`.
[LightGBM] [Info] Total Bins 555
[LightGBM] [Info] Number of data points in the train set: 5540, number of used features: 10
[LightGBM] [Info] Start training from score 2693.378700
6929542.9149466
2323.558618055709
2632.402498659086
0.9388698988228197
<lightgbm.basic.Booster at 0x18733d2e530>
CatBoost¶
Learning rate set to 0.05366
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